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Sources

Sources describe work, regulations and education. AI replacement dates and scores are AI estimates, not predictions by the cited organizations. Methodology

I graduate in

Biology (BSc)

🇨🇦 Canada · Natural sciences
Next in lineAmong the riskiest 35% of 239 majors

Major Countdown

3 yrs 5 mo
15days 01:32:08:484

until AI starts cutting hiring for this major’s grads
Apr 2, 2030 · 1263 days left

Likely range now – 7 yrs 11 mo
Class of 2030: the hiring decline may start before you graduate
AI has already begun absorbing the literature reviews, data processing and QC documentation that new hires handle. Bench work like cell culture and GMP accountability prop up some hiring, but that shield is weak, and the US-style physician assistant exit barely exists.

The countdown is the time left until AI is expected to start cutting hiring for this major’s grads. It doesn’t mean the major will disappear or that everyone will lose their job.

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AI vs Humans: whose side are you on?

Entry-level hiringShrinking
Among majors83 / 239
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Where graduates go

2030

Career paths · time left at graduation in 2030

BiologistMedium3 yrs 3 moOct 2033Biology Laboratory TechnicianMedium4 yrs 3 moOct 2034Physician AssistantMedium8 yrs 9 moApr 2039Secondary School TeacherMedium7 yrs 3 moOct 2037

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